{"id":"W1680815741","doi":"10.24059/olj.v16i4.265","title":"Interaction in an Asynchronous Online Course: a Synthesis of Quantitative Predictors","year":2012,"lang":"en","type":"article","venue":"Online Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Asynchronous communication; Reading (process); Psychology; Massive open online course; Usability; Course (navigation); Computer science; Asynchronous learning; Cognitive psychology; Mathematics education; Human–computer interaction; Teaching method; Engineering; Political science; Cooperative learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02363599,0.000609745,0.000891198,0.003829242,0.0009619403,0.002583664,0.0007255718,0.0006103003,0.005497254],"category_scores_gemma":[0.06977035,0.0003603871,0.001365029,0.004054193,0.001095538,0.002275376,0.001980405,0.001529985,0.0006113231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010024,"about_ca_system_score_gemma":0.00216157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847183,"about_ca_topic_score_gemma":0.002078398,"domain_scores_codex":[0.9925721,0.004366807,0.0008555848,0.0006927509,0.001250289,0.0002623942],"domain_scores_gemma":[0.7831139,0.1950439,0.01173499,0.00281004,0.005577459,0.001719758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0002327769,0.0004098157,0.9641296,0.0004669226,0.0004146074,0.00005415,0.003216865,0.0006192936,0.0001261571,0.0005323913,0.0003734287,0.02942404],"study_design_scores_gemma":[0.00003057386,0.0006682478,0.9770722,0.0005392692,0.0006950321,0.0001278774,0.01074536,0.006001373,0.0004250976,0.001395539,0.00225122,0.00004815878],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9863119,0.001702943,0.007576033,0.0002704973,0.00003000986,0.0003118757,0.001417244,0.00003388081,0.002345641],"genre_scores_gemma":[0.9949358,0.0006582419,0.002685475,0.00003745261,0.00002017061,0.000492283,0.0007713784,0.00001799435,0.0003811743],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02363599,"threshold_uncertainty_score":0.1250005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134579443381952,"score_gpt":0.3822370350685936,"score_spread":0.3508912406347741,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}